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Public Awareness
Drug Development
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Drug Development
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Overview of Drug Development
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Medicines are discovered and developed for human use through a long and expensive,
failure-prone process that requires cutting edge scientific skills, and collaboration
across multiple disciplines within the pharmaceutical industry and among educational
institutions, research laboratories, government regulators and healthcare professionals.
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Some Lesser-known Facts About Drug Discovery and Development
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It takes 8 to 12 years, on average, for a new medicine to be developed for human
use, from the time it is discovered to have potential value to the time it is available
to the public.
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Only about 10 of 10,000 substances identified as potential drugs will make it to
the human testing stage. Substances that have been identified to have potential
for serious side effects are discarded without human testing.
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The challenge of bringing new medicines to market is in discovering and developing
them, not so much in manufacturing them. Somewhat like computer software, good chemists
can copy, in a matter of a few months, a molecule that has been discovered from
among millions of others, and painstakingly developed through years of experimentation
to prove that it is safe for human use and effective as a cure for disease.
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Patents provide up to 20 years of exclusive marketing rights to the discoverer of
a new medicine, during which others are disallowed from marketing the same medicine.
Potential new medicines are patented as soon as they are discovered, and the discoverer
usually has less than 10 years of exclusive marketing rights remaining by the time
regulators approve a medicine for marketing.
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Patents do not prevent others from developing a similar medicine with minor differences
in chemical structure. However, a medicine even with the slightest difference in
chemical structure will have to proved to be safe and effective through a whole
series of experiments.
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Drug Discovery
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The process begins with a new idea directed at chemically modifying a disease process.
Often the idea relates to developing a drug that will react with a new molecular
target within the human body. The idea is usually generated from a thorough knowledge
and understanding of disease processes and a continuing involvement with research
in the specific therapeutic area of interest.
The target molecule, usually a protein, is isolated or sequestered by biological
techniques. Tests are devised that can detect interactions of drug molecules with
the target. Tens of thousands of potential drug substances, obtained from massive
compound libraries, are then tested against the target in a process called high
throughput screening (HTS). Robotics is often used to accomplish this task. HTS
yields "hits" - compounds that seem to possess the ability to react with the target
molecule.
Hits are then studied in detail to determine their exact chemical structure, physical
properties, and biological characteristics. Hits that seem suitable from a physical,
chemical, and biologic perspective may be termed "leads". A lead compound is one
that will be modified to optimize its properties to one that will be the best suited
to develop into a medicine - a drug "candidate".
The process of modifying a lead compound to obtain one or more drug candidates is
called "lead optimization". It uses a technique called combinatorial chemistry to
produce a large number of variants of the lead. The variants are again put through
high throughput screening to identify substances with the best target activity profile.
Each of the best compounds is studied in detail, and one, two, or perhaps three
are chosen for further investigation as drug candidates.
The announcement of a drug candidate is a major milestone in the process of drug
discovery and development. It marks the end of the discovery phase and the beginning
of early development. The announcement is preceded by a patent search, to ensure
that the patent on the candidate drug is not already taken by a rival research group,
and by patenting all relevant aspects of the discovery.
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Early Development
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Early development involves laboratory and animal studies. Small animals such as
albino rats and mice are the most frequently used to ensure that the investigational
product is safe for use in humans. The use of animals has diminished over the years
as new bench-based techniques have become available. However, animal testing can
be eliminated only for a minority of non-clinical studies and animal toxicology
tests are still considered essential to drug development, and are required by government
regulators before they will allow human testing. A large proportion of candidate
compounds fail animal testing, leading to attrition in the pipeline. Sometimes development
efforts have to be abandoned and discovery work re-initiated because all concurrent
candidates failed non-clinical testing.
Candidates that prove successful in non-clinical testing are prepared for human
testing. A drug formulation such as tablets, capsules, or injection, is produced
and tested, and an application, known as the Investigational New Drug (IND) application
is filed for regulatory approval in anticipation of permission to conduct human
studies.
All potentially unsafe molecules are identified early in laboratory and animal studies
so that only those molecules that are relatively safe and effective reach the stage
of clinical testing. Government regulators thoroughly scrutinize the results of
non-clinical testing and approve, for human testing, only those candidates for which
experts feel that the potential benefits in patients will be greater than any potential
risk of side-effects.
Human testing begins with Phase 1 studies in a small number of healthy volunteers
who are given very small doses of the test compounds in specialized Phase 1 laboratories,
in the presence of experienced doctors who have expertise in first-in-man studies.
Volunteers are told about the study and all its risks. They are paid a participation
fee if they decide to participate. The dose of the test compound is slowly increased
over a period of several days till the frequency of minor side-effects reaches the
upper end of the acceptable range, or the full dose is reached. The nature of any
side effects, and the drug concentration in the body are documented. The investigational
compound enters Phase 2 studies only if the potential benefits to patients continue
to outweigh the risk of side effects in the opinion of government regulators and
independent experts.
Phase 2 studies are conducted in a few hundred volunteer patients suffering from
the disease for which the investigational compound is being developed. Patients
are explained about the study and the investigational medicine, including potential
benefits and all potential side effects. Those who wish to participate in the study
are enrolled. Patients receive free treatment, and all blood, urine, and other diagnostic
tests are paid for by the sponsor company. However, unlike volunteer subjects in
Phase 1 studies, patients are usually not paid for participation in the study. The
informed consent document and patient recruitment procedures are reviewed by government
regulators and the Ethics Committee of the hospital in advance. Patients are free
to withdraw consent at any time during the study. Phase 2 studies help in confirming
that the medicine works and in determining the exact dose at which it works best.
The new medicine is compared with dummy tablets, usually given on top of standard
medicines for the disease so that patients are not harmed even if the experimental
treatment does not work.
Many investigational drugs do not work well in these studies. Some are shown to
have side effects that occur in more patients than is the case with the older medicines.
In many cases the overall cost of using the new medicine works out to be too high
when compared to the benefits, and therefore may not sell in preference to older,
cheaper drugs. Many investigational compounds are dropped from further development
for one or the other of these reasons.
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Full Development
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Those drugs that are shown to work the best in Phase 2 studies, have the least side
effects, and are expected to be the most economically viable, are mass tested in
thousands of patients. This phase of drug development is called Phase 3 or full
development. The investigational drug is given to many different types of patients
- children and the elderly, those with different grades of severity of the disease,
those taking other medicines for other diseases, those that need to take the medicine
for a long time, and so on. The Phase 3 program is the most expensive part of clinical
development. Studies are conducted across multiple patient recruitment sites simultaneously
in many countries across continents. All the time, the new medicine is compared
with older drugs to confirm that it indeed works better than currently available
therapies. The drug may have to be dropped from further development if it is shown
that it is only as good as cheaper, older drugs. The sponsor company will want to
have such information as early in the development program as possible, so that development
can be halted before too much money has been spent.
In the end, only 1 of 10 drug candidates that enter clinical testing at Phase 1
are found to be good enough to justify the high price tag that must be put on the
medicine to meet the cost of development. Government regulators review the results
of all the studies in great detail and sometimes visit the study sites and cross-question
the investigators and sponsor staff. Only when the regulator is fully satisfied
with the quality and extent of data is marketing permission given. The investigational
drug is then "launched", and becomes a medicine available at the chemist shop or
pharmacy.
Even after regulators have allowed the medicine for general use, a strict vigil
is maintained. Doctors are required to report any unexpected side effect or suspected
health risk with the new medicine as soon as possible to the regulators and the
pharmaceutical company concerned. When millions of people start taking a new medicine,
new side effects or health risks sometimes come to light. The frequency and extent
of these is closely monitored by regulators. Sometimes, warnings and precautions
must be added to the product label, and rarely, a drug may have to be withdrawn
from the market.
New medicines are very expensive in the early years of sales to pay for the cost
of drug development, publicize the benefits of the new therapeutic option, and provide
returns to shareholders of the company. Eight to 10 years after launch the patent
period expires and the drug is thrown open for other companies to manufacture and
sell at low price. Patients are often not able to afford new medicines and, in most
countries, the government pays for them and provides them free or at low cost to
patients. Health insurance schemes offer to pay the price if the patient holds an
appropriate health insurance policy. While government and pharmaceutical companies
are doing their best to minimize the costs involved in drug development, the high
price of innovative new medicines worldwide remains an unavoidable necessity without
which there would be no new medicines. It the price we pay for medical breakthroughs
in the early years of their advent so that millions of patients can enjoy their
benefits in later years and live longer and healthier lives.
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Clinical Research
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The fascinating process of drug discovery and the rigors of pre-clinical testing
prepare the drug for its most crucial phase.
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Human trials are likely to be initiated if the following circumstances are met:
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Pre Clinical data demonstrate that it may be useful in treating a disease.
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Pre Clinical trials are adequately designed to provide efficacy and safety data.
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The compound appears to be reasonably safe for initial testing in humans.
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The proposed clinical trials will not expose subjects to unnecessary risks.
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Definition
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The simple yet not simplistic way of describing a clinical trial is to quote Sir
Austin Bradford Hill's classic, "it is
an ethically and scientifically designed experiment with the aim of answering some
precisely framed question".
It is evident that a clinical trial has to be properly designed and planned in order
to provide reliable efficacy and safety data. Needless to say a statistician's input
is vital right from the design of a clinical trial protocol through to the data
analysis on its completion. As Jerome Cornfield, an American Statistician used to
say, "Overinterpretation is an effort
to compensate for underplanning".
A protocol is a document that states the background, rationale and objectives of
the clinical trial and describes its design, methodology and organization including
statistical considerations, and the conditions under which it is to be performed
and managed.
It has to be approved by an Independent Ethics Committee who permit the trial to
be conducted at a particular institute. A monitor or clinical research associate,
appointed by the pharmaceutical company (whose drug is being tested) is responsible
for overseeing the progress of the trial, and of ensuring that it is conducted,
recorded and reported in accordance with the protocol, standard operating procedures
(SOPs), Good Clinical Practice (GCP), and the applicable regulatory requirement(s).
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Parameters
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Appropriate selection of these subjects is particularly critical. Inclusion and
exclusion criteria are drawn to select the optimum patient population on whom the
test drug can be adequately assessed. Women of child bearing age, very small children
and the elderly are generally excluded from the majority of phase 2 and 3 clinical
trials. The sample size i.e., is calculated based on certain parameters:
The expected difference in efficacy between the two treatment groups.
The standard deviation of that difference i.e., the measure of the way in which
the efficacy variables are distributed w.r.t a mean variable. A sample is a statistically
determined number of people (on whom the drug is tested) representative of the population
at large. Results obtained from such a sample are then extrapolated to a much larger
population within certain (95%) confidence limits to predict the drug's safety and
efficacy.
The level of change one will accept for the so-called type I (or a) error. This
is the error of accepting a result which is apparently significant but is not reflective
of the true difference in efficacy. This probability is generally fixed as 5% i.e.,
a 1/20 (or 0.05) chance that the apparent difference was not a true difference.
If the value found on comparing results is less than 0.05, (p<0.05) the difference
is regarded as a true difference.
The level of chance one will accept for the so-called type II (or b) error. This
is the error of not picking up a truly significant difference in efficacy when one
really exists. It can happen if too few patients are recruited, because of incorrect
trial design. The level of probability for this error is often more liberal e.g.,
it might be set at 0.8, accepting that there is a 20% chance (1/5) that such an
error has been made. This is sometimes called the power of a trial (1-b).
The smaller the difference between the results of two treatments, the more patients
will need to be studied to have a reasonable chance of detecting a significant difference.
Thus it is very important to plan carefully on the 'n' value i.e., the number of
subjects to be enrolled in a clinical trial.
Randomization is a process of including patients at random such that each patient
has an equal chance of being assigned to either of the treatment groups. It is a
means of minimizing bias in patient selection. Another way of doing this is double
blinding where both the subject and investigator are "blind" to the nature of the
subject's treatment. This also reduces the chance that the doctor and patient may
allow personal biases to influence their efficacy and safety evaluation.
The test drug is generally compared with the standard drug for the disease/condition
and/or a placebo group. The comparator group serves as a control with which the
effect of the test drug is compared to evaluate its true efficacy. The placebo group
is essential when it is known that the disease/condition can be unduly influenced
by the placebo effect- a psychoneuroimmunological effect of the doctor/treatment
on the patient, which inexplicably ameliorates the condition and potentially obfuscates
the interpretation of the drug's true pharmacological effect.
In recent years the pharmaceutical & regulatory bodies of USA, Europe, Australia,
Canada, the Nordic Countries, Japan and the WHO have mutually agreed upon an international,
ethical and scientific quality standard for designing, conducting & reporting trials
that involve the participation of human subjects. The objective of this International
Conference on Harmonization (ICH) Good Clinical Practice (GCP) guideline is to provide
a unified standard for the European Union, Japan and the United States to facilitate
the mutual acceptance of clinical data by the regulatory authorities in these jurisdictions.
Compliance with this standard provides public assurance that the rights, integrity,
confidentiality, safety and well-being of trial subjects are protected and that
the clinical trial data are credible, valid, accurate, and verifiable from source
documents. It also obviates the need for replication of clinical trial data on a
product in the individual countries.
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Phases of Clinical Drug Development in Humans
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Clinical drug development in humans takes place in a series of phases. Phase 1 studies
are the first time a new drug compound is tested in human subjects who are generally
normal, healthy volunteers. These studies, often referred to as clinical pharmacology
studies, are designed to determine tolerance/safety, pharmacokinetic and pharmacodynamic
properties, including occasionally early indications of efficacy. The preferred
route of administration and a safe dosage range are other parameters tested during
this process. A phase 1 trial generally takes from 6 months to a year, and includes
fewer than 100 healthy volunteers. Oncology drugs are an exception. Due to their
potential for toxicity, such drugs are tested in cancer patients rather than healthy
volunteers.
During this early phase exploratory work is begun to determine whether valid quality-of-life
(QOL) measures are available for diseases that may be targeted for the new drug
compound. If QOL measures are not available instrument development may begin.(e.g.,
for Viagra in erectile dysfunction, Pfizer scientists developed the International
Index of Erectile Function (IIEF) questionnaire which is now used as a standard
for assessing quality-of-life in trials of drugs for erectile dysfunction).
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Phase 1
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As a part of phase 1 trials, bio-availability studies are conducted to determine
pharmacokinetic parameters like the rate and extent of absorption, maximum serum
concentration (Cmax), and time to Cmax (Tmax) and the area under dose-response curve
(AUC) is plotted.
Bio-equivalence trials are done when a branded generic is sought to be marketed
within 4 years of introduction of the first (often patented) brand. The imitator's
pharmacokinetic profile (Tmax, Cmax, AUC) has to exactly match/superimpose that
of the original drug.
Nowadays clinical trials are structured to assess not just safety and efficacy but
also quality-of-life (outcomes research) and cost-effectiveness (pharmacoeconomics).
Pharmacogenomics, i.e., the study of the way drugs interact with the genome or genetic
make-up of an individual is another tool which is being used to selectively tailor
a drug/dose to an individual. It helps in the selection of trial patients in whom
the drug is predicted to have optimum efficacy and safety. Approximately one third
of candidates fail during phase 1 testing due to poor toleration/absorption.
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Phase 2
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Phase 2 clinical trials are designed to provide additional safety data but the primary
purpose is to determine the drug's dosage range and clinical effectiveness in its
targeted population. Here, patients with the disease under investigation are studied.
Typically these trials are placebo-controlled, i.e., one group is administered a
placebo (inert compound which is pharmacologically inactive and is formulated to
simulate the test drug in physical appearance) while the other group of patients
is given the test drug.
The investigators who conduct phase 2 trials are usually experts in the disease
being studied and /or in the evaluation of the drug's effects on the disease process.
Phase 2 trials generally involve between 100 and 500 subjects who have the disease/condition
for which the drug is being developed.
Phase 2 studies also may determine the minimum dose of the drug that is effective,
and / or the upper dose that is sufficiently effective without undue toxicity.
Sometimes reference is made to phase 2a & phase 2b studies. Phase 2a studies are
pilot clinical trials designed primarily to evaluate safety in selected populations
of patients. Objectives may focus on dose response, type of patient, frequency of
dosing, or other characteristics related to the drug's safety. Phase 2b studies
are well-controlled clinical trials designed to evaluate both efficacy and safety
in patients with a primary objective of determining a dose range to be studied in
phase 3.
Additionally, phase 2 studies may include pilot testing of QOL instruments to assess
validity, variability and sensitivity to change. Validation is the action of proving
that any process, procedure, equipment, material, activity, or system actually leads
to the expected results.
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Phase 3
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Phase 3 clinical trials are well-controlled comparative studies designed to assess
the safety and effectiveness of the drug in conditions approximating those in which
the drug would be used if approved for marketing. They generally involve thousands
of patients with a targeted disease and are frequently multi-centric. Data from
these trials are pivotal for registration. A randomized, placebo and/or active controlled,
double blind clinical trial is considered the gold standard to evaluate the drug's
safety and efficacy. However, it is possible that some adverse events may be missed
even at this juncture, only to surface after the drug has been marketed, e.g., temafloxacin
was withdrawn by the U.S. F.D.A. 6 months after it was launched. It is often said
that the efficacy of a drug is measured in the controlled environment (strict inclusion
and exclusion criteria, close monitoring of patients) of a clinical trial while
its effectiveness is known only post-registration when it is used in a much larger
patient population (often not strictly monitored or selected) in the unregulated
atmosphere of general clinical practice. Efficiency is yet another term in pharmaco-economics
which measures the cost-effectiveness of the product and its effect on disease outcome
vis-à-vis other competitor products.
The data obtained in phase 1,2, and 3 trials are used to prepare documentation
for regulatory approvals. Only about 8% of drugs approved for development are eventually
approved for marketing.
Sometimes reference is made to phase 3a and 3b trials. Phase 3a trials are conducted
after the drug's efficacy is demonstrated but before regulatory submission of the
New Drug Application (NDA). These trials are conducted in special patient populations,
e.g., studies in children and in patients of renal dysfunction. Phase 3a data may
also include assessments of patient function, health-related QOL, and/or health
care utilization which may assist with formulary and drug reimbursement decisions.
In India the concept of managed health care and disease management organizations
has yet to arrive but with increasing patient awareness of health insurance, that
day is not too far.
Phase 3b trials are conducted after regulatory submission of the NDA but prior to
the drug's approval and launch. They may supplement or complete earlier trials.
They may also collect outcomes research data, including "real world" conditions
in which the drug's clinical, QOL, and economic impacts are assessed.
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Phase 4
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Phase 4 post-marketing surveillance studies are conducted after the drug has been
approved.
Conclusion: Thus, out of thousands of compounds synthesized and screened, only 10-20
per year undergo pre-clinical testing, and only 5-10 enter phase 1 trials. Only
about 1 out of every 15 drug candidates entering development actually receive regulatory
approval. Understanding of the resources, in terms of staff, time and cost required
to develop safe and effective products should enable one to have a fairer view of
the premium price at which these products are marketed. After all a substantial
proportion of the profits is ploughed back into research and in fact provides the
sustenance for innovating and bringing better products to further enhance the quality
of human health.
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